Mr Anwar Masum

Research Fellow UniSA STEM

email Anwar.Masum@unisa.edu.au

Research

Research focus

Commerce, Management, Tourism and Services
Electrical and Electronic Engineering
Geomatic Engineering
Geophysics
Information and Computing Sciences

Research

Outputs

Research outputs for the last seven years are shown below. Some long-standing staff members may have older outputs included. To see earlier years visit ORCID, ResearcherID or Scopus

Open access indicates that an output is open access.

Journal Articles

Year	Output
2025	Ma'sum, MA, Pratama, M, Lughofer, E, Liu, L, Habibullah & Kowalczyk, R 2025, 'Few-shot continual learning via flat-to-wide approaches', IEEE Transactions on Neural Networks and Learning Systems, vol. 36, no. 5, pp. 8966-8978. 1 3
2024	Ma'sum, MA, Alfiany, N & Jatmiko, W 2024, 'Generating Multi-Codebook Neural Network by Using Intelligent Gaussian Mixture Model Clustering Based on Histogram Information for Multi-Modal Data Classification', IEEE Access, vol. 12, pp.189449-189476. Open access
2024	Ma'sum, MA, Sarkar, MR, Pratama, M, Ramasamy, S, Anavatti, S, Liu, L, Habibullah, H & Kowalczyk, R 2024, 'Dynamic long-term time-series forecasting via meta transformer networks', IEEE Transactions on Artificial Intelligence, vol. 5, no. 8, pp. 4258-4581. Open access 1
2024	Masum, MA, Pratama, M, Ramasamy, S, Liu, L & Habibullah, H 2024, 'Unsupervised few-shot continual learning for remote sensing image scene classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 62, article no. 4707214, pp. 1-14. Open access 2 2
2024	Paeedeh, N, Pratama, M, Masum, MA, Mayer, W, Cao, Z & Kowalczyk, R 2024, 'Cross-domain few-shot learning via adaptive transformer networks', Knowledge-Based Systems, vol. 288, article no. 111458, pp. 1-9. Open access 16 14
2022	Puspitasari, RDI, Ma'sum, MA, Alhamidi, MR, Kurnianingsih, & Jatmiko, W 2022, 'Generative adversarial networks for unbalanced fetal heart rate signal classification', ICT Express, vol. 8, no. 2, pp. 239-243. Open access 19 16
2021	Jatmiko, W, Sunandar, A, Alvissalim, MS, Tawakal, MI, Rachmadi, MF, Ma'sum, MA, Wisesa, HA & Fukuda, T 2021, 'Development of Adaptive Fuzzy-Neuro Generalized Learning-Vector Quantization Using PI Membership Function (AFNGLVQ-PI)', IEEE Access, vol. 9, pp. 47452-47480. Open access 3 1
2020	Ma'sum, MA 2020, 'Intelligent clustering and dynamic incremental learning to generate multi-codebook fuzzy neural network for multi-modal data classification', Symmetry, vol. 12, no. 4, pp. 1-32. Open access 2 2
2020	Ma'sum, MA, Sanabila, HR, Mursanto, P & Jatmiko, W 2020, 'Clustering versus incremental learning multi-codebook fuzzy neural network for multi-modal data classification', Computation, vol. 8, no. 1, article no. 6, pp. 1-21. Open access
2019	Jatmiko, W, Ma'sum, MA, Wisesa, HA & Sanabila, HR 2019, 'Developing smart tele-ECG system for early detection and monitoring heart diseases based on ecg signal: Progress and challenges', International Journal on Smart Sensing and Intelligent Systems, vol. 12, no. 1, pp. 1-28. Open access 9 7

Conferences

Year	Output
2025	Ma'sum, MA, Pratama, M, Liu, L, Habibullah, H & Kowalczyk, R 2025, 'Federated few-shot class-incremental learning', The Thirteenth International Conference on Learning Representations (ICLR 2025), ICLR, pp. 1-30. Open access
2025	Ma'sum, MA, Pratama, M, Ramasamy, S, Liu, L, Habibullah, H & Kowalczyk, R 2025, 'Vision and language synergy for rehearsal free continual learning', The Thirteenth International Conference on Learning Representations (ICLR 2025), ICLR, pp. 1-31. Open access
2025	Masum, MA, Pratama, D, Ramasamy, S, Liu, L, Habibullah, H & Kowalczyk, R 2025, 'PROL: Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning', IEEE/CVF International Conference on Computer Visions (ICCV 2025), IEEE/CVF, pp. 1-11. Open access
2024	Ma'sum, MA, Pratama, M, Ramasamy, S, Liu, L, Habibullah, H & Kowalczyk, R 2024, 'PIP: prototypes-injected prompt for Federated Class Incremental Learning', The 33rd ACM International Conference on Information and Knowledge Management, Association for Computing Machinery, pp. 1670-1679. 1 1
2019	Alfiany, N, Hamid, N, Jati, G, Ma'Sum, MA & Jatmiko, W 2019, 'Kinematics and dynamics analysis of an autonomous three-wheeled bicycle modeling', 4th Asia-Pacific Conference on Intelligent Robot Systems, IEEE, no. 8935966, pp. 17-21. 4
2019	Anwar Ma'sum, MA, Riskyana Dewi Intan, P, Jatmiko, W, Krisnadhi, AA, Setiawan, NA & Made Agus Dwi Suarjaya, I 2019, 'Improving Deep Learning Classifier for Fetus Hypoxia Detection in Cardiotocography Signal', IWBIS 2019 : International Workshop on Big Data and Information Security, IEEE, no. 8935835, pp. 51-56. 14 13
2019	Hamid, N, Wibisono, A, Anwar Ma'Sum, M, Gamal, A, Ardhianto, R, Arymurthy, AM & Jatmiko, W 2019, '3D Edge Convolution in Deep Neural Network Implementation for Land Cover Semantic Segmentation of Airborne LiDAR Data', 2019 4th Asia-Pacific Conference on Intelligent Robot Systems (ACIRS), Institute of Electrical and Electronics Engineers, 2019 , pp. 216-220. 1
2019	Hermawan, I, Ma'sum, A, Intan, RDP, Jatmiko, W, Wiweko, B, Boediman, A & Pradekso, BK 2019, 'Temporal feature and heuristics-based noise detection over classical machine learning for ECG Signal Quality Assessment', International Workshop on Big Data and Information Security IWBIS 2019, IEEE, no. 8935757, pp. 1-8. 7
2019	Hermawan, I, Sevani, N, Ma'Sum, MA, Alfiany, N & Jatmiko, W 2019, 'Wavelet-based signal quality assessment: Noise detection by temporal feature and heuristics-based', 2019 IEEE International Conference on Cybernetics and Computational Intelligence (IEEE CYBERNETICSCOM), IEEE, no. 8875655, pp. 103-108. 2
2019	Ma'Sum, MA & Jatmiko, W 2019, 'Multi-codebook Fuzzy Neural Network Using Incremental Learning for Multimodal Data Classification', in (eds), 2019 4th Asia-Pacific Conference on Intelligent Robot Systems (ACIRS), IEEE, no. 8935971, pp. 205-210. 1
2019	Muliawan, IW, Ma'Sum, MA, Alfiany, N & Jatmiko, W 2019, 'UAV path planning for autonomous spraying task at salak plantation based on the severity of plant disease', IEEE International Conference on Cybernetics and Computational Intelligence (IEEE CYBERNETICSCOM), IEEE, no. 8875683, pp. 109-113. 9
2019	Riskyana Dewi Intan, P, Anwar Ma'sum, MA, Alfiany, N, Jatmiko, W, Kekalih, A & Bustamam, A 2019, 'Ensemble learning versus deep learning for Hypoxia detection in CTG signal', 2019 International Workshop on Big Data and Information Security (IWBIS), IEEE, no. 8935796, pp. 57-62. 9 8
2018	Arsa, DMS, Ma'sum, MA, Rachmadi, MF & Jatmiko, W 2018, 'Optimization of stacked unsupervised extreme learning machine to improve classifier performance', IWBIS 2017 International Workshop on Big Data and Information Security, IEEE, pp. 63-68. 8 4
2018	Dharma, IGWS, Marsum, MA, Jatmiko, W & Hilman, MH 2018, 'Level 2 Features with Feedback Mechanism for Toddler Fingerprint Recognition', 2018 International Workshop on Big Data and Information Security IWBIS, IEEE, no. 8471717, pp. 117-122. 1
2018	Habibie, N, Nugraha, AM, Anshori, AZ, Ma'sum, MA & Jatmiko, W 2018, 'Fruit mapping mobile robot on simulated agricultural area in Gazebo simulator using simultaneous localization and mapping (SLAM)', 28th International Symposium on Micro-Nano Mechatronics and Human Science, MHS 2017, IEEE, vol. , no. , pp. 1-7. 35
2018	Ma'sum, MA, Dharma, IGWS, Arsa, DMS, Jatmiko, W, Yazid, S & Arymurthy, AM 2018, 'Telebiometric system for infant and toddler fingerprint recognition', 28th International Symposium on Micro Nanomechatronics and Human Science, IEEE, no. 8305231, pp. 1-7. 1
2018	Purbarani, SC, Sanabila, HR, Ma'Sum, MA & Jatmiko, W 2018, 'Seasonal time series exploration using conditional probabilistic graphical approach', 2017 International Symposium on Micro-NanoMechatronics and Human Science (MHS), IEEE, no. 8301387, pp. 1-6.
2018	Rachman, V & Ma'sum, MA 2018, 'Comparative analysis of ant colony extended and mix-min ant system in software project scheduling problem', 2017 International Workshop on Big Data and Information Security (IWBIS), IEEE, no.8263128, pp. 58-91. 4
2016	Jatmiko, W, Arsa, DMS, Wisesa, H, Jati, G & Ma'sum, MA 2016, 'Review of big data analytics in the biomedical field', International Workshop on Big Data and Information Security (IWBIS), IEEE, vol. , no. , pp. 31-396. 10 6

External engagement & recognition

Collaborations

External engagement & recognition

Collaborations

Organisation	Country
Agency for Science, Technology and Research (A*STAR)	SINGAPORE
Institute for Infocomm Research	SINGAPORE
Institute of Infocomm Research	SINGAPORE
Johannes Kepler University of Linz	AUSTRIA
Meijo University	JAPAN
Politeknik Negeri Semarang	INDONESIA
Universitas Andalas	INDONESIA
Universitas Gadjah Mada	INDONESIA
Universitas Indonesia	INDONESIA
University of Edinburgh	UNITED KINGDOM
University of Indonesia	INDONESIA
University of Melbourne	AUSTRALIA
University of South Australia	AUSTRALIA

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Mr Anwar Masum

About me

About me

UniSA STEM

About me

Professional Associations

Research

Research focus

Projects

Outputs

Journal Articles

Conferences

External engagement & recognition

Collaborations

Collaborations

Teaching & student supervision

Courses and programs

Courses I teach

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